From 288f7f2c7044ca12f6e59034f52d7d08ecd01f5a Mon Sep 17 00:00:00 2001
From: Vishal Patil <vishpat@gmail.com>
Date: Mon, 2 Sep 2024 14:16:14 -0400
Subject: [PATCH] Fix the cov function

---
 pca/src/main.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pca/src/main.rs b/pca/src/main.rs
index c896307..e3ca0a4 100644
--- a/pca/src/main.rs
+++ b/pca/src/main.rs
@@ -39,7 +39,7 @@ fn cov(data: &Tensor, device: &Device) -> Result<Tensor> {
     let cov = centered
         .transpose(D::Minus1, D::Minus2)?
         .matmul(&centered)?
-        .broadcast_div(&Tensor::new(m as f32, device)?)?;
+        .broadcast_div(&Tensor::new((m - 1) as f32, device)?)?;
 
     Ok(cov)
 }